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Hi mking17 ,
Once data is logged into the historian, it cannot be removed unless you delete the entire file itself. You can overwrite values or qualities provided the timestamp is the same. You can also obsolete tags from a dataset if you no longer wish to make them available to the end user. This obsoletion does not actual delete the data, but it does remove it from clients being able to see it.